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Mariana Migliori
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Journal Articles

Energy Forecasting in Buildings Using Deep Neural Networks

Mariana Migliori, Hamidreza Najafi
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. August 2023, 4(3): 031004.
Paper No: JESBC-23-1027
https://doi.org/10.1115/1.4063213
Published Online: September 8, 2023
View Article titled, Energy Forecasting in Buildings Using Deep Neural Networks
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Topics: Algorithms, Artificial neural networks, Energy consumption, Machine learning, Multilayer perceptron, Regression models, Structures, Testing, Filtration, Neural network models
Journal Articles

Neural Network-Based Building Energy Models for Adapting to Post-Occupancy Conditions: A Case Study for Florida

Mariana Migliori, Hamidreza Najafi, Aldo Fabregas, Troy Nguyen
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. November 2022, 3(4): 041002.
Paper No: JESBC-22-1014
https://doi.org/10.1115/1.4056393
Published Online: December 20, 2022
View Article titled, Neural Network-Based Building Energy Models for Adapting to Post-Occupancy Conditions: A Case Study for Florida
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Topics: Artificial neural networks, Energy consumption, HVAC equipment, Simulation
Journal Articles

Energy Efficiency Improvement in K-12 Schools: A Case Study in Florida

Ganesh Doiphode, Hamidreza Najafi, Mariana Migliori
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. February 2021, 2(1): 011001.
Paper No: JESBC-20-1019
https://doi.org/10.1115/1.4048894
Published Online: November 23, 2020
View Article titled, Energy Efficiency Improvement in K-12 Schools: A Case Study in Florida
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Topics: Energy consumption, Energy efficiency, Light-emitting diodes, Climate, Energy generation, Ice, Sensors, Roofs, Storage tanks
Proceedings Papers

Energy Efficiency in K-12 Schools: A Case Study in Florida

Ganesh Doiphode, Hamidreza Najafi, Mariana Migliori Favaretto
Proc. ASME. ES2020, ASME 2020 14th International Conference on Energy Sustainability, V001T16A002, June 17–18, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ES2020-1632
https://doi.org/10.1115/ES2020-1632
View Paper titled, Energy Efficiency in K-12 Schools: A Case Study in Florida
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Topics: Energy efficiency, Energy consumption, Climate, Structures, Collaboration, Decision making, Energy generation, Solar energy, Solar power, Sustainability